The article “Training Artificial Neural Networks with the Aid of Fuzzy Sets” (C. Juang, S. Ni, and C. Lu,
Computer-Aided Civil and Infrastructure Engineering, 1999:407–415) describes the development of artificial neural networks designed to predict the collapsibility of soils. A model with one hidden layer made a successful prediction in 48 out of 60 cases, while a model with two hidden layers made a successful prediction in 44 out of 60 cases. Assuming these samples to be independent, can you conclude that the model with one hidden layer has a greater success rate?
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